人工知能と脳科学の融合研究の国際ネットワーク形成

• Project Area: Correspondence and Fusion of Artificial Intelligence and Brain Science
• Project/Area Number: 16K21738
• Research Category: Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
• Allocation Type: Multi-year Fund
• Review Section: Complex systems
• Research Institution: Okinawa Institute of Science and Technology Graduate University
• Principal Investigator: 銅谷 賢治 沖縄科学技術大学院大学, 神経計算ユニット, 教授 (80188846)
• Co-Investigator(Kenkyū-buntansha): 坂上 雅道 玉川大学, 脳科学研究所, 教授 (10225782) ; 中原 裕之 国立研究開発法人理化学研究所, 脳神経科学研究センター, チームリーダー (10312282) ; 谷口 忠大 立命館大学, 情報理工学部, 教授 (80512251)
• Project Period (FY): 2016-06-30 – 2021-03-31
• Project Status: Granted (Fiscal Year 2019)
• Budget Amount: ¥46,930,000 (Direct Cost: ¥36,100,000、Indirect Cost: ¥10,830,000); Fiscal Year 2020: ¥12,740,000 (Direct Cost: ¥9,800,000、Indirect Cost: ¥2,940,000); Fiscal Year 2019: ¥9,230,000 (Direct Cost: ¥7,100,000、Indirect Cost: ¥2,130,000); Fiscal Year 2018: ¥9,230,000 (Direct Cost: ¥7,100,000、Indirect Cost: ¥2,130,000); Fiscal Year 2017: ¥8,320,000 (Direct Cost: ¥6,400,000、Indirect Cost: ¥1,920,000); Fiscal Year 2016: ¥7,410,000 (Direct Cost: ¥5,700,000、Indirect Cost: ¥1,710,000)
• Keywords: 人工知能 / 脳科学

Outline of Annual Research Achievements

1) 国際拠点との合同ワークショプ：最終年度の国際シンポジウムについて、MITのJosh Tenenbaum教授、UCLのKarl Friston教授をコオーガナイザーとして企画を行い、Turing賞を受賞したYann LeCun博士、AlphaGoの開発者David Silver博士らトップレベルの研究者を講師として迎え、2020年10月にInternational Symposium on Artificial Intelligence and Brain Scienceとして東大伊藤ホールで開催することが決定した。
2)先進的研究グループとの若手研究者の派遣・招聘：国際共同研究の促進のため、学生、研究者の相互派遣の支援を行った。
3)国際会議、出版、インターネットによる情報発信：ウェブサイト(http://www.brain-ai.jp)にて、2020年10月の国際シンポジウムなどの情報発信を行った。

Current Status of Research Progress

1: Research has progressed more than it was originally planned.

Reason

2020年10月の国際シンポジウムには、AIと脳科学の世界トップレベルの研究者多数の講演の確約を取ることができた。Webサイト、ポスターなどの広報活動もタイムリーに進んでいる。

Strategy for Future Research Activity

10月のInternational Symposium on Artificial Intelligence and Brain Scienceの開催に向け、広報宣伝活動、講演にもとづく学術誌特集号の企画などを進める。

Research Products

• [Int'l Joint Research] Tsinghua University/Chinese Academy of Sciences(中国)
• [Int'l Joint Research] Institute of Cognitive Neuroscience, UCL(英国)
• [Int'l Joint Research] Jozef Stefan Institute(スロベニア)
• [Int'l Joint Research] ケンブリッジ大学(イギリス)
• [Int'l Joint Research] ダルムシュタット工科大学(ドイツ)
• [Int'l Joint Research] 華東理工大学(中国)
• [Int'l Joint Research] メルボルン大学(オーストラリア)
• [Int'l Joint Research] Harvard University(USA)
• [Journal Article] Toward evolutionary and developmental intelligence (2020)
  • Author(s): Doya K, Taniguchi T
  • Journal Title: Current Opinion in Behavioral Sciences Volume: 29 Pages: 91-96
  • DOI: 10.1016/j.cobeha.2019.04.006
  • Peer Reviewed / Open Access
• [Presentation] How Can the Brain Connect Predictors and Actors on the Fly? (2020)
  • Author(s): Doya K
  • Organizer: Workshop on Learning for flexible, context-sensitive behavior
  • Int'l Joint Research / Invited
• [Presentation] What can we further learn from the brain for artificial intelligence? (2020)
  • Author(s): Doya K
  • Organizer: 脳と心のメカニズム第20回冬のワークショップ
  • Int'l Joint Research / Invited
• [Presentation] Toward whole-brain multi-scale modeling (2019)
  • Author(s): Doya K
  • Organizer: NBNI: Neurobiology and Neuroinformatics
  • Int'l Joint Research
• [Presentation] Patience, Confidence and Serotonin (2019)
  • Author(s): Doya K
  • Organizer: Blue Brain Seminar. EPFL
  • Invited
• [Presentation] Reinforcement learning: Computational theory and neural mechanisms (2019)
  • Author(s): Doya K
  • Organizer: IRCN Neuro-Inspired Computation Course
  • Invited
• [Presentation] Neural circuit for mental simulation (2019)
  • Author(s): Doya K
  • Organizer: Computational and Systems Neuroscience 2019 (COSYNE2019)
  • Int'l Joint Research / Invited
• [Presentation] Patience and beyond (2019)
  • Author(s): Doya K
  • Organizer: COSYNE 2019 Workshop -Advances and Convergences in 5-HT Research
  • Int'l Joint Research / Invited
• [Presentation] Neural circuits for reinforcement learning and mental simulation (2018)
  • Author(s): Doya K
  • Organizer: OIST-KAIST Symposium: Intelligence in Biological Systems and Its Application to Machines
  • Int'l Joint Research / Invited
• [Presentation] Introductory talk: Building autonomous robots to understand what brains do (2018)
  • Author(s): Doya K
  • Organizer: Satellite workshop of The 8th International Symposium on Biology of Decision Making (SBDM2018)
  • Int'l Joint Research
• [Presentation] Neural circuits for reinforcement learning and mental simulation (2018)
  • Author(s): Doya K
  • Organizer: Seminar at Cold Spring Harbor Laboratory
• [Presentation] How does the brain wire up itself on the fly? (2018)
  • Author(s): Doya K
  • Organizer: Seminar at Institute for Advanced Study, Princeton
  • Invited
• [Presentation] Neural Circuit for Mental Simulation (2018)
  • Author(s): Doya K
  • Organizer: the Princeton University Neuroscience and Social Decision Making (NSDM) talk series
• [Presentation] Neural circuits for reinforcement learning and mental simulation (2018)
  • Author(s): Doya K
  • Organizer: Canonical Computaiton in Brains and Machines Symposium
  • Int'l Joint Research / Invited
• [Presentation] What should we further learn from the brain? (2018)
  • Author(s): Doya K
  • Organizer: Joint Workshop of Korean AI flagship project and Japan ese AI and Brain Scinence project
• [Presentation] Neural circuits for reinforcement learning and mental simulation (2018)
  • Author(s): Doya K
  • Organizer: Brain and AI Symposium
  • Int'l Joint Research / Invited
• [Presentation] Neural circuits for reinforcement learning and mental simulation (2017)
  • Author(s): Doya K
  • Organizer: SCiNDU: Systems & Computational Neuroscience Down Under
  • Int'l Joint Research / Invited
• [Presentation] What can we further learn from the brain? (2017)
  • Author(s): Doya K
  • Organizer: 24th International Conference on Neural Information Processing ICONIP2017
  • Int'l Joint Research / Invited
• [Presentation] Artificial Intelligence and Brain Science (2017)
  • Author(s): Doya K
  • Organizer: Seminar at Kyungpook National University
• [Presentation] What should We further Learn from the Brain? (2017)
  • Author(s): Doya K
  • Organizer: Brain-AI Workshop, NYU Shanhai
  • Int'l Joint Research / Invited
• [Presentation] What should we further learn from the brain? (2017)
  • Author(s): Doya K
  • Organizer: Korean AI Flagship Project Workshop
  • Invited
• [Presentation] Reinforcement learning: basic concepts and recent advances (2017)
  • Author(s): Doya K
  • Organizer: Workshop on "Human & Machine Learning"
  • Int'l Joint Research / Invited
• [Presentation] Neural mechanisms of reinforcement learning and mental simulation (2017)
  • Author(s): Doya K
  • Organizer: Workshop on "Human & Machine Learning"
  • Int'l Joint Research / Invited
• [Book] Can Robots Find Their Own Goals? What Will Adaptive Autonomous Robots Dream Of? in Artificial Intelligence Art and Aesthetics Research Group ed. (2019)
  • Author(s): Doya K
  • Publisher: Artificial Intelligence Art and Aesthetics Exhibition - Archive Collection.
• [Book] Can Robots Find Their Own Goals? Looking Back at Artificial Intelligence Art and Aesthetics Exhibition in OIST. in Artificial Intelligence Art and Aesthetics Research Group ed. (2019)
  • Author(s): Doya K
  • Total Pages: 171
  • Publisher: Artificial Intelligence Art and Aesthetics Exhibition - Archive Collection.
• [Remarks] 沖縄科学技術大学院大学 神経計算ユニット
  • URL: https://groups.oist.jp/ncu
• [Remarks] 人工知能と脳科学の対象と融合
  • URL: http://www.brain-ai.jp/jp/
• [Remarks] 沖縄科学技術大学院大学 神経計算ユニット
  • URL: https://groups.oist.jp/ncu
• [Remarks] Joint Workshop on AI and Neuroscience
  • URL: http://www.brain-ai.jp/events/detail/616/
• [Remarks] ISSA Summer School 2017
  • URL: https://groups.oist.jp/issa
• [Funded Workshop] 脳と心のメカニズム第20回冬のワークショップ (2020)
• [Funded Workshop] The 9th International Symposium on "Biology of Decision Making" (SBDM2019) (2019)
• [Funded Workshop] The 19th winter workshop Mechanism of Brain and Mind (2019)
• [Funded Workshop] The 28th Annual Conference of the Japanese Neural Network Society (JNNS2018) (2018)
• [Funded Workshop] The 18th China-Japan-Korea Joint Worlshop Neurobiology and Neuroinformatics (NBNI2018) (2018)
• [Funded Workshop] The 2018 Conference on Artificial Life (ALIFE2018) (2018)
• [Funded Workshop] 2017 Brain-AI Workshop (2017)
• [Funded Workshop] Symposium on the Biology of Decision Making 2017 (2017)
• [Funded Workshop] Gatsby - Kakenhi Workshop on AI and Neuroscinece (2017)